Consumer Reports surveyed more than 27,000 readers and based on their opinions each store was rated based on the supermarket's quality of service, price satisfaction, cleanliness and the quality of its perishable. An overall reader score of 100 would mean that shoppers had no complaints, while a score of 80 meant customers are well satisfied, 60 indicated that customers were fairly satisfied and 40 meant customers were somewhat dissatisfied.

Ideally, a chain would have low prices, a wide assortment of high-quality items and good service, but generally that isn't the case. More than half of the respondents said they had at least one complaint about their go-to supermarket, with the most common complaint being that there weren't enough check outs open, resulting in long lines.

Other common complaints were aisles that were too cluttered or congested, advertised specials being out of stock, sloppy bagging, missing prices and scanner overcharges.

Retailers shouldn't take those complaints lightly since one-third of the consumers surveyed said they had stopped shopping at a local supermarket within the past year either because of high prices (43 percent), poor food selection (25 percent), employee rudeness (17 percent), crowds (14 percent), long lines or bad food.

Trader Joe's, which is set to open in Winter Park later this year, was No. 2 on the list with an overall score 87 out of 100. It was beat out only by Wegmans, a regional chain based in New York, with a score of 88.

Other chains to land near the top were Publix at No. 3 with a score of 84 and Costco at No. 4 with a score of 84.

On the opposite end of the list, Walmart, which is the largest supermarket chain in the U.S., came in dead last with an overall score of 67. Walmart customers were generally satisfied with the prices, but didn't appreciate the service, cleanliness or the quality of its perishables.

To see where your favorite supermarket ranked, scroll through the gallery above, available here for mobile users.

Politicians aren't the only people who wield clout in Orlando. In no particular order, here is an admittedly limited sampling of unelected power brokers in the region. They are people who make things in happen in business, the arts and in the community, and sometimes behind the scenes in...

The new cars most likely to become valued collectibles in the future include high-powered sports cars like the Chevrolet ZO6 and Dodge Challenger Hellcat and limited editions like the Mazda MX-5 Miata 25th Anniversary model, according to the experts at Hagerty Insurance, which specializes in...

Central Florida has many high-profile businesses, and, no, not all of them are theme parks. Some made this photo gallery because they are massive and household names. Others are fast growing or innovative in their fields. Have a suggestion for a company we missed? Send an email to...